Nature

Software defined networking based network traffic classification using machine learning techniques

The classification of network traffic has become increasingly crucial due to the rapid growth in the number of internet users. Conventional approaches, such as identifying traffic based on port ...
Nature

Video-based machine learning models for predicting deep brain stimulation outcomes in Parkinson’s disease patients

Current levodopa challenge test (LCT) for deep brain stimulation (DBS) candidate screening in Parkinson’s disease (PD) relies on subjective clinical scales, limiting its predictive capacity for ...
mccormick.northwestern.edu

Student Research | Real-Time Human Activity Classification in Videos

This excerpt is taken from an MSiA student research blog posting. Each month, students in our program submit original extracurricular research as part of our blog competition. The winner(s) are ...
Rochester Institute of Technology

Ph.D. student gains YouTube following for machine learning explainer videos

“Hello people from the future!” That’s how Sujan Dutta starts all his YouTube videos before he unpacks the complexities of artificial intelligence (AI). The RIT computing and information sciences Ph.D ...
ascopubs.org

A machine learning–based multidimensional model integrating clinical, radiomics, and cell-free DNA methylation biomarkers for the classification of pulmonary nodules.

Systematic review and meta-analysis of the accuracy and applicability of blood-based multi-cancer early detection (MCED) in the general population. This is an ASCO Meeting Abstract from the 2023 ASCO ...
Quanta Magazine

What Is Machine Learning?

Machine learning is a subfield of artificial intelligence, which explores how to computationally simulate (or surpass) humanlike intelligence. While some AI techniques (such as expert systems) use ...